# Gemini 3.1 Flash Lite vs QwQ-32B

> Gemini 3.1 Flash Lite and QwQ-32B score almost the same on the Noometry Index (40.8 vs 39.8), so choose on price, context window or the category you care about most.

- Canonical page: https://noometry.com/compare/gemini-3-1-flash-lite-vs-qwq-32b
- Last updated: 2026-10-12
- Shared benchmarks: 22

## Summary

- They share 22 benchmarks with published results for both. Gemini 3.1 Flash Lite scores higher in 6 categories and QwQ-32B in 2 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Gemini 3.1 Flash Lite leads 60.9 to 50.6.
- The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 80% for Gemini 3.1 Flash Lite and 59.2% for QwQ-32B.
- QwQ-32B has downloadable open weights; the other is API-only.

## Snapshot

| | Gemini 3.1 Flash Lite | QwQ-32B |
|---|---|---|
| Provider | Google | Alibaba (Qwen) |
| Noometry Index | 40.8 | 39.8 |
| Rank | 144 | 159 |
| Context | 1.05M | — |
| Input $/M | $0.25 | — |
| Output $/M | $1.50 | — |
| Weights | Proprietary | Open |

## Coding

- Gemini 3.1 Flash Lite: 37.8 (#188)
- QwQ-32B: 35.4 (#226)

| Benchmark | Gemini 3.1 Flash Lite | QwQ-32B |
|---|---|---|
| LMArena Coding | 1400 | 1333 |
| Aider Polyglot | — | 20.9% |
| LMArena WebDev | 1256 | — |
| SciCode | 41.9% | — |
| WeirdML | 52.2% | — |
| BigCodeBench Instruct | — | 44.6% |
| LiveBench Coding | — | 72.2% |
| BigCodeBench Complete | — | 54.4% |
| ALE-Bench | 797.73 | — |

## Agentic & Tool Use

- Gemini 3.1 Flash Lite: 30.2 (#79)
- QwQ-32B: —

| Benchmark | Gemini 3.1 Flash Lite | QwQ-32B |
|---|---|---|
| DeepResearch Bench | 37.3% | — |

## Reasoning

- Gemini 3.1 Flash Lite: 22.9 (#186)
- QwQ-32B: 23.7 (#174)

| Benchmark | Gemini 3.1 Flash Lite | QwQ-32B |
|---|---|---|
| Chess Puzzles | 25% | 5% |
| LMArena Hard Prompts | 1407 | 1325 |
| Epoch Capabilities Index | 144.47 | 137.6 |
| ForecastBench | 54.4 | 58.3 |
| Kagi LLM Benchmark | 67.2% | — |
| NYT Connections (extended) | 8.2% | — |
| CritPt | 1.1% | — |
| EnigmaEval | 3% | — |
| Thematic Generalization | 63.3% | — |
| LiveBench Reasoning | — | 83.5% |
| DTBench | 76.8% | — |
| LiveBench Data Analysis | — | 65% |
| LMCA | 35% | — |
| LiveBench | — | 72% |

## Math

- Gemini 3.1 Flash Lite: 40.7 (#90)
- QwQ-32B: 38.0 (#143)

| Benchmark | Gemini 3.1 Flash Lite | QwQ-32B |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 80% | 59.2% |
| LMArena Math | 1428 | 1359 |
| FrontierMath (Tiers 1-3) | 27.7% | — |
| LiveBench Math | — | 77.8% |

## Knowledge

- Gemini 3.1 Flash Lite: 41.9 (#104)
- QwQ-32B: 37.2 (#158)

| Benchmark | Gemini 3.1 Flash Lite | QwQ-32B |
|---|---|---|
| GPQA Diamond | 81.8% | 65.3% |
| LMArena Expert | 1398 | 1324 |
| Humanity's Last Exam | 8.6% | — |
| Confabulations | — | 15.6% |
| Vectara Hallucination Rate | 8.2% | — |

## Multimodal

- Gemini 3.1 Flash Lite: 39.4 (#60)
- QwQ-32B: —

| Benchmark | Gemini 3.1 Flash Lite | QwQ-32B |
|---|---|---|
| LMArena Vision | 1240 | — |

## Multilingual

- Gemini 3.1 Flash Lite: 52.3 (#86)
- QwQ-32B: 44.8 (#176)

| Benchmark | Gemini 3.1 Flash Lite | QwQ-32B |
|---|---|---|
| LMArena Non-English | 1411 | 1305 |
| LMArena Chinese | 1461 | 1378 |
| LMArena French | 1424 | 1336 |
| LMArena German | 1429 | 1313 |
| LMArena Japanese | 1413 | 1262 |
| LMArena Korean | 1392 | 1279 |
| LMArena Russian | 1420 | 1297 |
| LMArena Spanish | 1421 | 1354 |

## Instruction Following

- Gemini 3.1 Flash Lite: 72.7 (#131)
- QwQ-32B: 72.6 (#137)

| Benchmark | Gemini 3.1 Flash Lite | QwQ-32B |
|---|---|---|
| LMArena Instruction Following | 1377 | 1297 |
| LiveBench Instruction Following | — | 81.8% |

## Long Context

- Gemini 3.1 Flash Lite: 42.5 (#122)
- QwQ-32B: 49.0 (#11)

| Benchmark | Gemini 3.1 Flash Lite | QwQ-32B |
|---|---|---|
| LMArena Longer Query | 1394 | 1308 |
| Fiction.LiveBench | — | 83.3% |

## Writing & Preference

- Gemini 3.1 Flash Lite: 60.9 (#94)
- QwQ-32B: 50.6 (#180)

| Benchmark | Gemini 3.1 Flash Lite | QwQ-32B |
|---|---|---|
| LMArena Text | 1416 | 1329 |
| LMArena Creative Writing | 1401 | 1288 |
| LMArena Multi-Turn | 1417 | 1314 |
| Short-Story Creative Writing | — | 80.2% |
| EQ-Bench Creative Writing | — | 1257 |
| LiveBench Language | — | 51.4% |

## FAQ

### Is Gemini 3.1 Flash Lite better than QwQ-32B?

Gemini 3.1 Flash Lite and QwQ-32B score almost the same on the Noometry Index (40.8 vs 39.8), so choose on price, context window or the category you care about most.

### Is Gemini 3.1 Flash Lite or QwQ-32B better for coding?

Gemini 3.1 Flash Lite scores higher on coding benchmarks: 37.8 versus 35.4 in the Noometry coding category.

### How many benchmarks do Gemini 3.1 Flash Lite and QwQ-32B share?

22 benchmarks have published results for both models. Gemini 3.1 Flash Lite has 38 scored results on Noometry and QwQ-32B has 36.